Trae1ounG / Awesome-Parametric-Knowledge-in-LLMsLinks
Must-read papers and blogs about parametric knowledge mechanism in LLMs.
☆21Updated 3 months ago
Alternatives and similar repositories for Awesome-Parametric-Knowledge-in-LLMs
Users that are interested in Awesome-Parametric-Knowledge-in-LLMs are comparing it to the libraries listed below
Sorting:
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…☆79Updated 2 months ago
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆76Updated 8 months ago
- Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆99Updated last week
- This paper list focuses on the theoretical and empirical analysis of language models, especially large language models (LLMs). The papers…☆88Updated 9 months ago
- ☆50Updated last month
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆153Updated 2 weeks ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆84Updated 6 months ago
- 🔥🔥🔥Latest Papers, Codes on Uncertainty-based RL☆48Updated last week
- ☆261Updated last month
- ☆163Updated 3 months ago
- A versatile toolkit for applying Logit Lens to modern large language models (LLMs). Currently supports Llama-3.1-8B and Qwen-2.5-7B, enab…☆99Updated 2 weeks ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆127Updated 5 months ago
- [2025-TMLR] A Survey on the Honesty of Large Language Models☆59Updated 8 months ago
- 📜 Paper list on decoding methods for LLMs and LVLMs☆55Updated 2 months ago
- ☆51Updated 2 months ago
- Model merging is a highly efficient approach for long-to-short reasoning.☆80Updated 2 months ago
- Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆81Updated 2 months ago
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆128Updated 10 months ago
- A comprehensive collection of process reward models.☆104Updated last month
- [arXiv2505] Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains☆45Updated last month
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆310Updated last month
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆69Updated 5 months ago
- ☆120Updated 5 months ago
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆244Updated 2 weeks ago
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆286Updated 2 weeks ago
- ☆48Updated last year
- ☆66Updated 4 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆114Updated last year
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆60Updated last month
- ☆43Updated last week